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This online course (MOOC) teaches the basics of statistics.It includes the following topics :Descriptive statistics, i.e. how to describe data: central tendency (mean, median),...
This online course program explores key mathematical and statistical concepts.Topics include:Differential calculus (including functions, graphs, derivatives)Integral calculus,...
This online course gives a first introduction to Data Science. It includes an overview of the following topics:Data ManipulationData Analysis with Statistics and Machine...
This online course (MOOC) explores the basics of Machine Learning.The Stanford course provides a broad introduction to machine learning, datamining, and statistical pattern...
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This course is an introduction to probabilistic models, including random processes and the basic elements of statistical inference.
Basic principles of Statistical Mechanics are examined in this online lecture. Topics include: Thermodynamics, probability theory, kinetic theory, classical statistical...
This online course program gives an introduction to calculus, probability and statistics at a pre-university level. It shows how to apply these concepts to solve problems and...
This course covers research methods, design and statistical analysis for social science research questions.
This course covers the basics of creating data products using Shiny, R packages, and interactive graphics. The course will focus on the statistical fundamentals of creating a...
This online course gives an introduction to probability and statistics. The course is designed for beginners with some knowledge of high-school algebra.
This course is an introduction to basic statistical concepts and R programming skills necessary for analyzing data in the life sciences.
This online course gives an introduction to probability and statistics. The course was designed for students and requires some basic maths.
Basic principles of statistical mechanics are examined in this online lecture, such as the laws of thermodynamics and the concepts of temperature, work, heat, and entropy....
The purpose of this course is to help students develop a functional, satisfying, and useful life-long relationship with statistics. To achieve that goal, students will learn how...
This online course will provide participants with an intuitive introduction to Statistics and Probability Theory.The course includes fundamental concepts such as probability,...
This online course gives an introduction to statistics, including quantifying uncertainty with probability, descriptive statistics, point and interval estimation of means and...
This course describes Bayesian statistics, in which one's inferences about parameters or hypotheses are updated as evidence accumulates. Participants will learn to use Bayes’...
This online course program aims to provide business leaders and managers with strategies and guidelines for how best to solve the various challenges of building data science...
This course introduces simple and multiple linear regression models. These models allow learners to assess the relationship between variables in a data set and a continuous...
This Applied Biostatistics course provides an introduction to important topics in medical statistical concepts and reasoning. Each topic will be introduced with examples from...
This course discusses the computational approach in modern physics in a clear yet accessible way. Individual modules contain in-depth discussions of algorithms ranging from...
This online course (MOOC) explores essential statistics required in finance and economics courses. It includes a variety of ways to present data, probability, and statistical...
This course covers the essential exploratory techniques for summarizing data. It will cover in detail the plotting systems in R as well as some of the basic principles of...
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